Navigator Lookout Activity Classification Using Wearable Accelerometers.
Ik-Hyun YounJong-Hoon YounPublished in: J. Inform. and Commun. Convergence Engineering (2017)
Keyphrases
- classification accuracy
- physical activity
- classification scheme
- pattern classification
- feature extraction
- pattern recognition
- classification systems
- training set
- activity recognition
- classification method
- classification algorithm
- decision trees
- classification process
- classification rules
- class labels
- machine learning algorithms
- human computer interaction
- model selection
- image classification
- support vector machine
- feature selection
- benchmark datasets
- svm classifier
- machine learning methods
- human activities
- feature vectors
- classification models
- feature space
- preprocessing
- support vector
- daily activities